Pith Number

pith:VJP2PHGX

pith:2022:VJP2PHGXOHGWZQ57JMATJDFNXF

not attested not anchored not stored refs pending

Image Data Augmentation for Deep Learning: A Survey

Furao Shen, Jian Zhao, Mengchen Zhang, Suhan Guo, Suorong Yang, Weikang Xiao

arxiv:2204.08610 v2 · 2022-04-19 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VJP2PHGXOHGWZQ57JMATJDFNXF}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

7 papers in Pith

Assessing the Operational Impact of Poisoning Attacks over Augmented 3D Point Cloud Public Datasets for Connected and Autonomous Vehicles

From Exploration to Revelation: Detecting Dark Patterns in Mobile Apps

Improving Backward Conformal Prediction via Non-Conformity Score Transformation

Now You See That: Learning End-to-End Humanoid Locomotion from Raw Pixels

AtteConDA: Attention-Based Conflict Suppression in Multi-Condition Diffusion Models and Synthetic Data Augmentation

Receipt and verification

First computed	2026-07-05T07:08:51.862476Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa5fa79cd771cd6cc3bf4b01348cadb976995f860d0fedca2113fa148c191728

Aliases

arxiv: 2204.08610 · arxiv_version: 2204.08610v2 · doi: 10.48550/arxiv.2204.08610 · pith_short_12: VJP2PHGXOHGW · pith_short_16: VJP2PHGXOHGWZQ57 · pith_short_8: VJP2PHGX

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/VJP2PHGXOHGWZQ57JMATJDFNXF \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: aa5fa79cd771cd6cc3bf4b01348cadb976995f860d0fedca2113fa148c191728

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "249dc2927207be7c9f43a063b11c8b82ad4135c5155074f4c210b3163df13c82",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-04-19T02:05:56Z",
    "title_canon_sha256": "5b0c807484d797550a4016ef358b42d336514ac6b26f16dd3d6b3e03a4d0f833"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.08610",
    "kind": "arxiv",
    "version": 2
  }
}